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20182023
most citedHow Generative AI models such as ChatGPT can be (Mis)Used in SPC Practice, Education, and Research? An Exploratory Study

177 citations · 215 across the 7 of their papers we have counts for

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Showing 2021Show all

5 papers · 1 filter

stat.ME2021

Another look at synthetic-type control charts

Sven Knoth

During the last two decades, in statistical process monitoring plentiful new methods appeared with synthetic-type control charts being a prominent constituent. These charts became…

stat.ME2021

A Critique of a Variety of "Memory-Based'' Process Monitoring Methods

Sven Knoth, Nesma A. Saleh, Mahmoud A. Mahmoud +2

Many extensions and modifications have been made to standard process monitoring methods such as the exponentially weighted moving average (EWMA) chart and the cumulative sum (CUSUM…

stat.ME2021

A Review and Critique of Auxiliary Information-Based Process Monitoring Methods

Nesma A. Saleh, Mahmoud A. Mahmoud, William H. Woodall +1

We review the rapidly growing literature on auxiliary information-based (AIB) process monitoring methods. Under this approach, there is an assumption that the auxiliary variable, w…

stat.ME2021★ 21 cited

The Case against Generally Weighted Moving Average (GWMA) Control Charts

Sven Knoth, William H. Woodall, Víctor G. Tercero-Gómez

We argue against the use of generally weighted moving average (GWMA) control charts. Our primary reasons are the following: 1) There is no recursive formula for the GWMA control ch…

stat.ME2021★ 3 cited

Controlling the EWMA control chart false alarm behavior when the in-control variance level must be estimated

Sven Knoth

Investigating the problem of setting control limits in the case of parameter uncertainty is more accessible when monitoring the variance because only one parameter has to be estima…